[1]N. Kocyigit. “Fault and sensor error diagnostic strategies for a vapor compression refrigeration system by using fuzzy inference systems and artificial neural network”, international journal of refrigeration, vol.50, pp. 69-79, 2015.
[2]萊文貝格-馬夸特方法,維基百科:https://zh.wikipedia.org/wiki/%E8%8E%B1%E6%96%87%E8%B4%9D%E6%A0%BC%EF%BC%8D%E9%A9%AC%E5%A4%B8%E7%89%B9%E6%96%B9%E6%B3%95
[3]Q. Liang, H. Han, X. Cui, H. Qing and Y. Fan, “Comparative study of probabilistic neural network and back propagation network for fault diagnosis of refrigeration systems”, Science and Technology for the Built Environment, vol.24-Issue 4, pp. 448-457, 2017.
[4]反向傳播網路(back-propagation network,BP),維基百科:https://zh.wikipedia.org/wiki/%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E7%AE%97%E6%B3%95
[5]L. Gao, D. Li, D. Li, L. Yao, L. Liang, Y. Gao, “A Novel Chiller Method Based on Virtual Sensors", Sensors , vol.19(13):3013, 2019.
[6]最大信息係數(MIC):https://blog.csdn.net/FontThrone/article/details/85227239
[7]LSTM,長短期記憶,維基百科:https://zh.wikipedia.org/wiki/%E9%95%B7%E7%9F%AD%E6%9C%9F%E8%A8%98%E6%86%B6
[8]張佑民,”故障診斷專家系統於中央空調應用分析”,國立中山大學機械與機電工程研究所碩士論文,2006。[9]劉冠霆,”冷凍循環系統遠端監控及故障診斷研究”,國立臺北科技大學能源與冷凍空調工程系碩士班碩士論文,2013。[10]激活函數 (Activation Function)與特徵轉換 (Feature Transform), 爾摩儲藏室:http://elmer-storage.blogspot.com/2018/07/cnn-activation-function-feature.html
[11]權重初始化的方法, CSDN:https://blog.csdn.net/hyl999/article/details/84035578
[12]初始化方法(Initializer),Keras:https://keras.io/zh/initializers/
[13]機器/深度學習: 基礎介紹-損失函數:https://medium.com/@chih.sheng.huang821/%E6%A9%9F%E5%99%A8-%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92-%E5%9F%BA%E7%A4%8E%E4%BB%8B%E7%B4%B9-%E6%90%8D%E5%A4%B1%E5%87%BD%E6%95%B8-loss-function-2dcac5ebb6cb
[14]Understanding binary cross-entropy / log loss: a visual explanation:https://towardsdatascience.com/understanding-binary-cross-entropy-log-loss-a-visual-explanation-a3ac6025181a
[15]各種loss的了解:https://www.itread01.com/content/1543994346.html
[16]Optimizers:https://medium.com/uxai/%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E9%A6%AC%E6%8B%89%E6%9D%BE-076-%E5%84%AA%E5%8C%96%E5%99%A8-optimizers-19b8d40e24c5S..
[17]HUBER: http://huber-usa.com/cn/product_datasheet.aspx?no=1002.0047.01
[18]Nport: https://www.moxa.com.tw/Product/NPort_5600-8-DT.htm
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[20]Robert Layton , 2015, Learning Data Mining with Python, Packt Publishing.
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[22]Joel Grus、高蓉 韓波譯,2016,資料科學入門,人民郵電出版社。
[23]Bill Lubanovic、丁嘉瑞 梁杰 禹常隆譯,2016,Python語言及其應用,人民郵電出版社。
[24]Michael Milton、李芳譯,2010,深入淺出資料分析,電子工業出版社。
[25]Wes McKinney、唐學韜等譯,2014,利用Python進行資料分析,機械工業出版社。
[26]麥好,2014,機器學習實踐指南案例應用解析,機械工業出版社。
[27]François Chollet, 2017, Deep Learning with Python, Manning Publications.
[28]文淵閣工作室,2019,Python機器學習與深度學習特訓班,碁峯資訊股份有限公司。